🎇 Real-Time NeRF+SLAM 🎇

👉Novel geometric/photometric 3D mapping pipeline powered by NeRF+SLAM

😎Review https://bit.ly/3G6xEOO
😎Paper arxiv.org/pdf/2210.13641.pdf
😎Code github.com/ToniRV/NeRF-SLAM

💡MetaPortrait: ID-preserving talking head💡

👉USTC unveils a novel ID-preserving talking head generation framework

😎Review https://bit.ly/3jyVWsW
😎Paper arxiv.org/pdf/2212.08062.pdf
😎Project https://meta-portrait.github.io
😎Code github.com/Meta-Portrait/MetaPortrait

⚛️ Event-based vehicle tracking ⚛️

👉Novel event-based vehicle detection/tracking framework. Dataset included!

😎Review https://bit.ly/3vzxWJ7
😎Paper
arxiv.org/ftp/arxiv/papers/2212/2212.14289.pdf
😎Dataset
sar-lab.net/event-based-vehicle-detection-and-tracking-dataset

⚠️ ALERT: #PyTorch COMPROMISED ⚠️

[EDIT: THE ALERT IS NOT CONFIRMED, IT COULD BE JUST A BUG]

👉PyTorch-nightly packages installed via pip compromised with malicious binary 🦠

😎More https://bit.ly/3WEm5p1

🍏 MUSE: T2I Generative Transformers 🍏

👉Google unveils the new SOTA (faster and better) for text-to-image generation

😎Review https://bit.ly/3CeEu3B
😎Paper arxiv.org/pdf/2301.00704.pdf
😎Project muse-model.github.io

🔢 #AI Advanced Math Reasoning 🔢

👉#Meta unveils HTPS: SOTA transformer-based theorem prover.

😎Review https://bit.ly/3CoUsrP
😎Paper arxiv.org/pdf/2205.11491.pdf
😎Blog ai.facebook.com/blog/ai-math-theorem-proving

🔥 YOLOv5 Segmentation in OpenCV 🔥

👉#OpenCV recently added the support for YOLOv5 instance segmentation

😎Review https://bit.ly/3idVNeb
😎Code github.com/ultralytics/yolov5
😎Tutorial learnopencv.com/yolov5-instance-segmentation

🚀 Nvidia + ByteDance CV-CUDA 🚀

👉CV-CUDA: open-source, GPU-accelerated lib for CV developed jointly by NVIDIA / ByteDance

😎Review https://bit.ly/3GHSaqu
😎Code github.com/CVCUDA/CV-CUDA

🔥 Source Code of Box2mask is out! 🔥

👉BoxInstSeg is a toolbox for SOTA box-supervised instance segmentation

😎Review https://bit.ly/3QryBGf
😎Code github.com/LiWentomng/BoxInstSeg

🗣️ MemFace: Generative Talking Face 🗣️

👉#Microsoft (+SJTU) unveils MemFace: the new SOTA in talking faces generation

😎Review https://bit.ly/3k8TjhZ
😎Paper arxiv.org/pdf/2212.05005v2.pdf
😎Project memoryface.github.io/

🪛 AgileAvatar: HQ stylized 3D #Avatar 🪛

👉#ByteDance unveils a novel self-supervised framework for #3D avatars

😎Review https://bit.ly/3kaOAw6
😎Project ssangx.github.io/projects/agileavatar
😎Paper ssangx.github.io/pubs/2022-SIGGRAPHAsia-AgileAvatar.pdf

🔥 #Nvidia GC ViT Large -> updated! 🔥

👉The new SOTA (with large margin) across image classification, detection & semantic segmentation!

😎Review https://bit.ly/3W4ChyF
😎Code github.com/NVlabs/GCViT
😎Paper arxiv.org/pdf/2206.09959.pdf

🎛️ VecGAN: DETAILED Face Manipulation 🎛️

👉 VecGAN: SOTA I2I for facial editing with interpretable latent directions

😎Review https://bit.ly/3GGNUpZ
😎Project yusufdalva.github.io/vecgan/
😎Code github.com/yusufdalva/VecGAN
😎Paper arxiv.org/pdf/2207.03411.pdf

🧊 HOTCOLD: Thermal Adv-Fashion 🧊

👉A novel physical attack for IR cams via wearable temperature-sensitive patches

😎Review https://bit.ly/3k8mt0B
😎Paper arxiv.org/pdf/2212.05709.pdf
😎Code github.com/weihui1308/HOTCOLDBlock

👛 New Task in #AI: Domain Expansion 👛

👉#Adobe on augmenting the space a model can generate, without overriding its original behavior

😎Review https://bit.ly/3ZCtwPA
😎Paper arxiv.org/pdf/2301.05225.pdf
😎Project yotamnitzan.github.io/domain-expansion
😎Code github.com/adobe-research/domain-expansion

🍏 MMEditing: SOTA toolbox for #AI 🍏

👉An open-source image/video editing toolbox based on #PyTorch

😎Review https://bit.ly/3k4cmK8
😎Project github.com/open-mmlab/mmediting

📶 Dense Pose from WiFi 📶

👉AI able to map phase/amplitude of WiFi signals for human sensing application

😎Review https://bit.ly/3QDeFQC
😎Paper arxiv.org/pdf/2301.00250.pdf

🏵️ Instant-NeRF Artists Gallery 🏵️

👉A gallery of beautiful scenes powered by the #NVIDIA Instant-NeRF

😎Review https://bit.ly/3XxV9au
😎Gallery www.nvidia.com/en-us/research/ai-art-gallery/instant-nerf

🪷 Saliency Detection by/for Impaired 🪷

👉A novel dataset using images taken by visually impaired people. Suitable for (big object/text) saliency detectors

😎Paper arxiv.org/pdf/2301.05323.pdf
😎Data vizwiz.org/tasks-and-datasets/salient-object-detection
😎Code vizwiz.org/wp-content/uploads/2023/01/sod_mask_example.txt

🧪 YOLOv6 v3.0 is out! 🧪

👉Meituan open-sourced YOLOv6 v3.0: many novel enhancements on architecture & training scheme. New SOTA on COCO!

😎Review https://bit.ly/3wbj7wC
😎Paper arxiv.org/pdf/2301.05586.pdf
😎Code github.com/meituan/YOLOv6